Is your stop words file growing because you are adding all possible endings for your words? In which case you might start thinking about Stemming. The standard module that implements Porter's stemming is Lingua::Stem or maybe Text::Context::Porter is more to your liking. If you're text processing you'll probably end up here eventually.